Epoch 1/100 ---------- lr: 0.005 train loss: 10.7701 val loss: 4.0193 Epoch 2/100 ---------- lr: 0.005 train loss: 4.9945 val loss: 3.1256 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3839 val loss: 2.5174 Epoch 4/100 ---------- lr: 0.005 train loss: 3.9501 val loss: 2.3290 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6090 val loss: 2.0341 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3894 val loss: 1.7535 Epoch 7/100 ---------- lr: 0.005 train loss: 3.3806 val loss: 1.6663 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2985 val loss: 1.5697 Epoch 9/100 ---------- lr: 0.005 train loss: 3.1004 val loss: 1.4340 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8848 val loss: 1.3397 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9793 val loss: 1.4591 Epoch 12/100 ---------- lr: 0.005 train loss: 2.8073 val loss: 1.3787 Epoch 13/100 ---------- lr: 0.005 train loss: 2.6671 val loss: 1.1975 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6050 val loss: 1.0568 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5836 val loss: 1.1447 Epoch 16/100 ---------- lr: 0.005 train loss: 2.5692 val loss: 1.0183 Epoch 17/100 ---------- lr: 0.005 train loss: 2.4890 val loss: 1.1001 Epoch 18/100 ---------- lr: 0.005 train loss: 2.4405 val loss: 0.9223 Epoch 19/100 ---------- lr: 0.005 train loss: 2.5326 val loss: 0.9851 Epoch 20/100 ---------- lr: 0.005 train loss: 2.3898 val loss: 0.9582 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3039 val loss: 0.7575 Epoch 22/100 ---------- lr: 0.005 train loss: 2.2864 val loss: 0.9414 Epoch 23/100 ---------- lr: 0.005 train loss: 2.2477 val loss: 0.8541 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3453 val loss: 0.8666 Epoch 25/100 ---------- lr: 0.005 train loss: 2.1853 val loss: 0.7072 Epoch 26/100 ---------- lr: 0.005 train loss: 2.3212 val loss: 2.1985 Epoch 27/100 ---------- lr: 0.005 train loss: 2.4969 val loss: 0.8524 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2412 val loss: 0.8912 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1650 val loss: 0.8004 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1242 val loss: 0.6585 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1372 val loss: 0.7121 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1541 val loss: 0.6408 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1958 val loss: 0.7596 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1175 val loss: 0.6104 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1764 val loss: 0.6624 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1385 val loss: 0.6084 Epoch 37/100 ---------- lr: 0.005 train loss: 2.0489 val loss: 0.6368 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1467 val loss: 0.7782 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1470 val loss: 0.8899 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0598 val loss: 0.5746 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0620 val loss: 0.7059 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0647 val loss: 0.6364 Epoch 43/100 ---------- lr: 0.005 train loss: 2.2919 val loss: 1.0416 Epoch 44/100 ---------- lr: 0.005 train loss: 2.1496 val loss: 0.7158 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0523 val loss: 0.5881 Epoch 46/100 ---------- lr: 0.005 train loss: 1.9927 val loss: 0.6516 Epoch 47/100 ---------- lr: 0.005 train loss: 1.9931 val loss: 0.5782 Epoch 48/100 ---------- lr: 0.005 train loss: 1.9500 val loss: 0.5384 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9742 val loss: 0.5238 Epoch 50/100 ---------- lr: 0.005 train loss: 1.9705 val loss: 0.6151 Epoch 51/100 ---------- lr: 0.005 train loss: 1.9912 val loss: 0.5653 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9937 val loss: 0.5854 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0311 val loss: 0.8302 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0666 val loss: 0.5889 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0287 val loss: 0.6381 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9665 val loss: 0.5620 Epoch 57/100 ---------- lr: 0.005 train loss: 2.1732 val loss: 1.0043 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0512 val loss: 0.6077 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9427 val loss: 0.5297 Epoch 60/100 ---------- lr: 0.005 train loss: 1.8940 val loss: 0.5017 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9138 val loss: 0.7772 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9520 val loss: 0.5443 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9060 val loss: 0.5849 Epoch 64/100 ---------- lr: 0.005 train loss: 2.0347 val loss: 0.6708 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0254 val loss: 0.5281 Epoch 66/100 ---------- lr: 0.005 train loss: 1.8834 val loss: 0.5736 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9369 val loss: 0.4895 Epoch 68/100 ---------- lr: 0.005 train loss: 1.8543 val loss: 0.4520 Epoch 69/100 ---------- lr: 0.005 train loss: 2.0461 val loss: 0.7817 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0097 val loss: 0.5151 Epoch 71/100 ---------- lr: 0.005 train loss: 1.8653 val loss: 0.5206 Epoch 72/100 ---------- lr: 0.005 train loss: 1.8492 val loss: 0.4897 Epoch 73/100 ---------- lr: 0.005 train loss: 2.0201 val loss: 0.6030 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9003 val loss: 0.5073 Epoch 75/100 ---------- lr: 0.005 train loss: 1.8419 val loss: 0.5033 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9805 val loss: 0.5300 Epoch 77/100 ---------- lr: 0.005 train loss: 1.8812 val loss: 0.4823 Epoch 78/100 ---------- lr: 0.005 train loss: 1.8378 val loss: 0.5242 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9821 val loss: 0.6116 Epoch 80/100 ---------- lr: 0.005 train loss: 2.0159 val loss: 0.5763 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9034 val loss: 0.4943 Epoch 82/100 ---------- lr: 0.005 train loss: 1.8175 val loss: 0.5612 Epoch 83/100 ---------- lr: 0.005 train loss: 1.8364 val loss: 0.5287 Epoch 84/100 ---------- lr: 0.005 train loss: 2.0199 val loss: 0.5171 Epoch 85/100 ---------- lr: 0.005 train loss: 1.8411 val loss: 0.4808 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8239 val loss: 0.4447 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8371 val loss: 0.5172 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9655 val loss: 0.7713 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9628 val loss: 0.5175 Epoch 90/100 ---------- lr: 0.005 train loss: 1.8238 val loss: 0.4407 Epoch 91/100 ---------- lr: 0.005 train loss: 1.8130 val loss: 0.4647 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9064 val loss: 0.6960 Epoch 93/100 ---------- lr: 0.005 train loss: 2.0986 val loss: 0.5849 Epoch 94/100 ---------- lr: 0.005 train loss: 1.9606 val loss: 0.5068 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8799 val loss: 0.4954 Epoch 96/100 ---------- lr: 0.005 train loss: 1.8311 val loss: 0.4903 Epoch 97/100 ---------- lr: 0.005 train loss: 2.1439 val loss: 0.8340 Epoch 98/100 ---------- lr: 0.005 train loss: 2.2633 val loss: 0.9499 Epoch 99/100 ---------- lr: 0.005 train loss: 2.1235 val loss: 0.7236 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9997 val loss: 0.6284 Training complete in 9m 15s Best val loss: 0.4407 at epoch 90 Val MSE at best epoch: 0.1864